[1M3-GS-10] AI application

Tue. Jun 6, 2023 1:00 PM - 2:40 PM Room M (D1)

座長：秋山祐樹（東京都市大学） [オンライン]

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1:00 PM - 1:20 PM

[1M3-GS-10-01] Switching methods of predicting traffic congestion according to the characteristics of traffic flow

〇takahiro suzuki¹, kengo okano¹, ryoma nakamura¹, masaki matsudaira² (1. Oki Electric Industry Co., Ltd, 2. Oki Consulting Solutions Co., Ltd)

1:20 PM - 1:40 PM

[1M3-GS-10-02] Graph neural network in traffic speed prediction: a study on efficiency of training

〇Riku Ogata¹, Toshiyuki Miyazaki¹, Yoshikazu Kikuchi¹, Yutaro Murano¹, Hiroaki Sugawara¹ (1. Yachiyo Engineering Co., Ltd.)

1:40 PM - 2:00 PM

[1M3-GS-10-03] A spatio-temporal pattern extension method for predicting traffic jams deviating from past traffic patterns

〇Kengo Okano¹, Takahiro Suzuki¹, Ryoma Nakamura¹, Masaki Matsudaira² (1. Oki Electric Industry Co., Ltd., 2. Oki Consulting Solutions Co., Ltd.)

2:00 PM - 2:20 PM

[1M3-GS-10-04] A prediction method of traffic flow considering time lag of probe data collection

〇ryoma nakamura¹, kengo okano¹, takahiro suzuki¹, masaki matsudaira² (1. Oki Electric Industry Co., Ltd., 2. Oki Consulting Solutions Co., Ltd.)

2:20 PM - 2:40 PM

[1M3-GS-10-05] Analysis of work behavior using GP-HSMM-based double articulation analyzer

〇Issei Saito¹, Tomoaki Nakamura¹, Toshiyuki Hatta², Wataru Fujita², Shintaro Watanabe², Shotaro Miwa² (1. The University of Electro-Communications, 2. Advanced Technology R&D Center, Mitsubishi Electric Corporation)

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